Nice Tech Page Saved

網上垃圾文章太多，這裏收藏碰到過優秀的文章和靠譜的作者。

 

xgboost

https://blog.csdn.net/v_JULY_v/article/details/81410574

 

word2vec CBOW skip-gram

https://pan.baidu.com/s/1sK55jhd-VWc2vYORcVdbMw?errno=0&errmsg=Auth%20Login%20Sucess&&bduss=&ssnerror=0&traceid=

 

bert, Transformer

https://github.com/google-research/bert/

https://www.jianshu.com/p/2a3872148766

https://daiwk.github.io/posts/nlp-bert-code-annotated-framework.html

https://fancyerii.github.io/2019/03/09/transformer-illustrated/#位置編碼positional-encoding

https://jalammar.github.io

http://nlp.seas.harvard.edu/2018/04/03/attention.html (the annotated Transformer)

 

pytorch

http://pytorch123.com/SecondSection/optional_data_parallelism/

 

kaggle

https://blog.csdn.net/han_xiaoyang/article/details/49797143

 

author

https://www.jianshu.com/u/511ba5d71aef (GAN, LSTM寫的都非常好)

 

NLP transformer assemble

transformers assemble: https://mp.weixin.qq.com/s?src=11&timestamp=1583399644&ver=2198&signature=21uCsZwPSh1RWbRyYRfI3jY5on7vfactlrwnIInhksM20TIeNGIP9VM9JqGanexBGLbvBDrc92T4ZogAe6YrJwdfvFkZ*UVRpLyTL7dYfGgDHljuAD9eRBLJQVf9UAyr&new=1